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AI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and be

AI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and be

GitHub Copilot has long leveraged different large language models (LLMs) for different use cases. The first public version of Copilot was launched using Codex, an early version of OpenAI GPT-3, specifically fine-tuned for coding tasks. Copilot Chat was launched in 2023 with GPT-3.5 and later GPT-4. Since then, we have updated the base model versions multiple times, using a range from GPT 3.5-turbo

AI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and be

Welcome to your flow state. This year marks our tenth GitHub Universe—and one theme has remained constant: our focus on developers and the developer experience. Over 10 years, that developer experience has evolved from inventing the pull request to building the world’s most widely adopted AI coding tool, GitHub Copilot. Today, our platform serves more than 100 million developers, and through the p

Remember when people said AI would replace developers? Our data tells a different story. As AI rapidly expands, developers are increasingly building AI models into applications and engaging with AI projects on GitHub in large numbers. At the same time, we’re seeing an unprecedented number of developers join GitHub from across the globe, and many of these developers are contributing to open source

Browser extensions first became mainstream in the early 2000s with their adoption by Firefox and Chromium and their popularity has been growing ever since. Nowadays, it is common for even the average user to have at least one extension installed, often an adblocker. Research into the security of browser extensions is mostly scattered around between individual bug reports and coverage on malicious

Author Zachary Steindler ソフトウェアサプライチェーンについて、コミュニティが開発した、この問題を総合的に考えるためのフレームワークと、特にソフトウェアサプライチェーンの下流のセキュリティを向上させるためのGitHubの使い方について学びましょう。 ソフトウェアサプライチェーンのセキュリティは、2020年後半に米国連邦政府に対する大規模なサイバーセキュリティ攻撃が公表された際に世間の注目を集めました。本ブログでは、この攻撃への対応の歴史、米国政府だけでなくソフトウェアを生産するすべての人にどのような影響を与えたか、この問題を総合的に考える方法についてコミュニティが開発したフレームワーク、ソフトウェアサプライチェーンの下流のセキュリティを向上させるために特にGitHubをどのように使うかについて説明します。 略史 2020年後半、米国連邦政府に対する大規模なサイバー攻

AI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and be

AI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and be

The open source Git project just released Git 2.47 with features and bug fixes from over 83 contributors, 28 of them new. We last caught up with you on the latest in Git back when 2.46 was released. To celebrate this most recent release, here is GitHub’s look at some of the most interesting features and changes introduced since last time. Incremental multi-pack indexes Returning readers of this se

AI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and be

Today, GitHub Copilot Individual and Business plans now include preview access to Copilot functionality, including GitHub Copilot Chat, in github.com. The integration with GitHub allows Copilot to leverage the rich context from repositories, pull requests, issues, actions, and more, providing you with more valuable interactions, more tailored coding assistance, and an AI-native developer experienc

AI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and be

Author Mario Rodriguez OpenAIのo1-previewとo1-miniがVS CodeのGitHub Copilot ChatとGitHub Modelsで利用できるようになりました。 本日より、Azure上でホストされているOpenAI o1-previewとo1-miniをGitHub CopilotとGitHub Modelsの両方で開発者がテストできるプレビューを開始します。サインアップすると、GitHub Copilot ChatでVisual Studio Codeと、GitHub ModelsのプレイグラウンドでOpenAI o1を利用できるようになります。 OpenAI o1 は、高度な推論機能を備えた新しい AI モデルシリーズで、内部思考プロセスを使用して複雑なタスクを考え抜くように訓練されています。GitHub CopilotでOpenAI

Starting today, we’re opening a preview to give developers an opportunity to test OpenAI o1-preview and o1-mini, hosted on Azure, in both GitHub Copilot and Models. Sign up to get access to use OpenAI o1 in GitHub Copilot Chat with Visual Studio Code and in the playground with GitHub Models. OpenAI o1 is a new series of AI models equipped with advanced reasoning capabilities, trained to think thro

AI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and be

AI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and be

The history of technology is, in many ways, a history of platforms and their ecosystems. From the early days of personal computing with Windows and macOS to the mobile and cloud revolution, the most impactful tech products have rarely stood alone. Instead, they’ve served as foundations upon which entire systems of complementary tools, applications, and services have been built. These ecosystems, m

Author Mario Rodriguez OpenAI o1-previewとGitHub Copilotの統合をテストしました。 本日、OpenAIは難しい問題を解決するための高度な推論機能を備えた新しいAIモデルシリーズ、OpenAI o1をリリースしました。皆さんと同じように、私たちも新しいo1モデルを使いこなすことを楽しみにしており、o1-previewとGitHub Copilotのインテグレーションをテストしました。大規模システムのデバッグ、レガシーコードのリファクタリング、テストスイートの作成など、この新しいモデルを使って多くのユースケースを模索していますが、最初のテストでは、コード解析と最適化において有望な結果が得られました。これは、o1-previewが返答する前に課題を考え抜く能力を備えているためで、GitHub Copilotで複雑なタスクを構造化されたステップに

Author Shuyin Zhao ファインチューニングされたモデルによって、組織はコーディングのやり方や内部言語に合わせて特別に調整されたコード提案を受け取ることができるようになります。 私たちの使命は、ユビキタスで信頼でき、さらに各組織のニーズに合わせて独自にカスタマイズされたAIアシスタントを作ることです。リポジトリインデックスや ナレッジベースなどの機能を統合することで、私たちはGitHub Copilotを強化し、より文脈に即したパーソナライズされた支援を提供してきました。 そして今回、このミッションをさらに一歩進め、GitHub CopilotEnterpriseの限定公開ベータとしてモデルのファインチューニングを可能にしました。この新機能により、企業ユーザーは、独自のコードベースやコーディング手法に合わせてGitHub Copilotをカスタマイズし、特定のニーズに沿った関

Today, OpenAI released OpenAI o1, a new series of AI models equipped with advanced reasoning capabilities to solve hard problems. Like you, we are excited to put the new o1 model through its paces and have tested integrating o1-preview with GitHub Copilot. While we are exploring many use cases with this new model, such as debugging large-scale systems, refactoring legacy code, and writing test sui

AI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and be

AI & MLLearn about artificial intelligence and machine learning across the GitHub ecosystem and the wider industry. Generative AILearn how to build with generative AI. GitHub CopilotChange how you work with GitHub Copilot. LLMsEverything developers need to know about LLMs. Machine learningMachine learning tips, tricks, and best practices. How AI code generation worksExplore the capabilities and be